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A Gradient Flow Equation for Optimal Control Problems With End-point Cost

Scagliotti, A
2022
  • journal article

Periodico
JOURNAL OF DYNAMICAL AND CONTROL SYSTEMS
Abstract
In this paper, we consider a control system of the form (x) over dot = F(x)u, linear in the control variable u. Given a fixed starting point, we study a finite-horizon optimal control problem, where we want to minimize a weighted sum of an end-point cost and the squared 2-norm of the control. This functional induces a gradient flow on the Hilbert space of admissible controls, and we prove a convergence result by means of the Lojasiewicz-Simon inequality. Finally, we show that, if we let the weight of the end-point cost tend to infinity, the resulting family of functionals is Gamma-convergent, and it turns out that the limiting problem consists in joining the starting point and a minimizer of the end-point cost with a horizontal length-minimizer path.
DOI
10.1007/s10883-022-09604-2
WOS
WOS:000821370200001
Archivio
http://hdl.handle.net/20.500.11767/129530
info:eu-repo/semantics/altIdentifier/scopus/2-s2.0-85133577170
https://arxiv.org/abs/2107.00556
https://ricerca.unityfvg.it/handle/20.500.11767/129530
Diritti
metadata only access
Soggetti
  • Gradient flow

  • Optimal control

  • End-point cost

  • Lojasiewicz-Simon ine...

  • Gamma-convergence

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